{"id":"W4394516887","doi":"10.6084/m9.figshare.22786463","title":"Determinants of emergency department use and hospitalization among people who inject drugs: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Figshare","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Meta-analysis; Emergency department; Systematic review; Medicine; Medical emergency; Environmental health; Psychiatry; MEDLINE; Political science; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01328865,0.00213219,0.01480021,0.008979948,0.0006752441,0.002922002,0.001794451,0.001819053,0.003185892],"category_scores_gemma":[0.03017211,0.001366174,0.03401937,0.009898293,0.0005597622,0.001698415,0.00151663,0.001361688,0.000254736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165563,"about_ca_system_score_gemma":0.004204886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00831662,"about_ca_topic_score_gemma":0.01876931,"domain_scores_codex":[0.9926699,0.003332146,0.002323236,0.0006705405,0.0007539201,0.0002501729],"domain_scores_gemma":[0.9781861,0.01658092,0.002867407,0.0005838851,0.001497767,0.0002839819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001240489,0.00004749651,0.01051013,0.314721,0.660383,0.0001617894,0.000099422,0.0003878807,0.0001365679,0.0001076088,0.0004439963,0.01176054],"study_design_scores_gemma":[0.0003240721,0.0001766236,0.005826401,0.02138217,0.9708868,0.00009596057,0.00005666276,0.000145697,0.00007809616,0.00009942557,0.0009099229,0.00001812768],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008991107,0.9888927,0.0006258266,0.0001867319,0.000133348,0.0003842025,0.0005312396,0.00002287518,0.000231955],"genre_scores_gemma":[0.187742,0.8056285,0.003049442,0.0005718127,0.0002053988,0.001673921,0.000756188,0.00002356694,0.0003491446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01480021,"threshold_uncertainty_score":0.07027793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1892865592099729,"score_gpt":0.4136556385927229,"score_spread":0.2243690793827501,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}